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Create app.py
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app.py
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import subprocess
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import os
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import gradio as gr
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import pandas as pd
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import time
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import threading
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from huggingface_hub import HfApi
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api = HfApi()
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HF_TOKEN = os.getenv('HF_TOKEN')
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repo_url = "https://huggingface.co/datasets/Weyaxi/followers-leaderboard"
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os.system(f"git clone --bare --filter=blob:none {repo_url}")
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os.chdir("followers-leaderboard.git")
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result = subprocess.check_output("git log -1 --pretty=%B", shell=True, universal_newlines=True).replace("Upload", "").replace("/data.csv with huggingface_hub", "").strip().replace(" ", "%20")
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os.system(f"wget -Odata.csv https://huggingface.co/datasets/Weyaxi/followers-leaderboard/resolve/main/{result}/data.csv?download=true")
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def clickable(x):
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return f'<a target="_blank" href="https://huggingface.co/{x}" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">{x}</a>'
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def apply_headers(df, headers):
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tmp = df.copy()
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tmp.columns = headers
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return tmp
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def search(search_text):
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if not search_text:
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return df
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return df[df['👤 Author'].str.contains(search_text, case=False, na=False)]
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def restart_space():
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time.sleep(1880)
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api.restart_space(repo_id="Weyaxi/followers-leaderboard", token=HF_TOKEN)
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df = pd.read_csv("data.csv").drop("Followers", axis=1)
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df_author_copy = df.copy()
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df["Author"] = df["Author"].apply(lambda x: clickable(x))
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df = df.sort_values(by='Number of Followers', ascending=False)
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df['Serial Number'] = [i for i in range(1, len(df)+1)]
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df = df[['Serial Number', "Author", "Number of Followers"]]
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df = apply_headers(df, ["🔢 Serial Number", "👤 Author", "🌟 Number of Followers"])
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desc = f"""
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🎯 The Leaderboard aims to track users follower counts.
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## 📄 Information
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🛠️ This leaderboard consists of 4000 users scraped from [🤗 Huggingface Leaderboard](https://huggingface.co/spaces/PulsarAI/huggingface-leaderboard).
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These 4000 users have been selected based on their [🤗 Huggingface Leaderboard](https://huggingface.co/spaces/PulsarAI/huggingface-leaderboard) positions:
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- 🤖 Top 2250 authors in the models category
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- 📊 Top 1100 authors in the datasets category
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- 🚀 Top 1100 authors in the spaces category
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## 🤝 I want to see someone here
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No problem, you can request to add a user [here](https://huggingface.co/spaces/Weyaxi/followers-leaderboard/discussions/1).
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There is no critique; please request anyone. The number of users in this leaderboard is limited because scraping 250k user's follower count is challenging. 🙂
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## Last Update
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⌛ This space information is last updated in **{result.replace("%20", " ")}**.
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"""
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title = """
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<div style="text-align:center">
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<h1 id="space-title">🌟 Follower Leaderboard 🌟</h1>
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</div>
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"""
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with gr.Blocks() as demo:
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gr.Markdown("""<h1 align="center" id="space-title">🌟 Follower Leaderboard 🌟</h1>""")
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gr.Markdown(desc)
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with gr.Column(min_width=320):
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search_bar = gr.Textbox(placeholder="🔍 Search for a author", show_label=False)
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gr_followers = gr.Dataframe(df, interactive=False, datatype=["number", 'markdown', 'number'])
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search_bar.submit(fn=search, inputs=search_bar, outputs=gr_followers)
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threading.Thread(target=restart_space).start()
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demo.launch()
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